# ai.iturri/market-data (remote · iturri.ai)

Verified market data for AI trading agents: quality-flagged candles, funding, OI, order flow. x402.

- Trust score: 54/100 (low)
- Change this week: +2
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `iturri.ai`: 54/100 (this document), [markdown](https://verifymcp.io/servers/ai-iturri-market-data/iturri.md), [page](https://verifymcp.io/servers/ai-iturri-market-data/iturri)

## Channel facts

- Endpoint: `https://iturri.ai/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `0.2.2`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 46/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 21 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS check failed: the endpoint is reachable over plaintext HTTP.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 60/100
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 1441 tokens (~68/item across 21 items; 21 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 68/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 5% of tool parameters carry a description.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http ai-iturri-market-data https://iturri.ai/mcp
```

### Codex

```toml
[mcp_servers.ai-iturri-market-data]
url = "https://iturri.ai/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-iturri-market-data": {
      "type": "remote",
      "url": "https://iturri.ai/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add ai-iturri-market-data --url https://iturri.ai/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  ai-iturri-market-data:
    url: "https://iturri.ai/mcp"
```

### Other

```json
{
  "mcpServers": {
    "ai-iturri-market-data": {
      "type": "http",
      "url": "https://iturri.ai/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-02 (score 54, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 53, −1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 54, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-28 (score 53, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 52, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 52)

First indexed and scored.

## MCP tools (21)

### `describe_catalog` (~23 tokens)

Free discovery: symbols, timeframes, ranges, pricing, quality legend.

### `get_bars` (~55 tokens)

Quality-flagged OHLCV candles. Priced per 1,000 candles.

Input parameters:

- `end` (string)
- `start` (string)
- `symbol` (string, required)
- `tf` (string, required)

### `get_features` (~49 tokens)

Documented leakage-safe feature matrix rows. Priced per call.

Input parameters:

- `end` (string)
- `start` (string)
- `symbol` (string, required)
- `tf` (string, required)

### `build_bundle` (~147 tokens)

Signed URL for a dataset SKU. Packs: crypto|equities ($59 each), everything ($149: both packs + all token sequences, $730 list), tokens ($18/symbol), dataset (per-symbol OHLCV, crypto $14 / equity $5), mtf (aligned multi-timeframe bundle $9, crypto only), features (feature matrix, crypto $7 / equity $4). Priced as the SKU.

Input parameters:

- `pack` (string, required)
- `symbol` (string): required for tokens|dataset|mtf|features
- `tf` (string): features only — crypto: 1h (default) or 15m; equity: 1d

### `get_regime_label` (~55 tokens)

Descriptive market-state label (trend/range × calm/vol quadrant) for the most recent completed bar at or before a timestamp. Not a prediction.

Input parameters:

- `symbol` (string, required)
- `timestamp` (string, required)

### `get_funding` (~44 tokens)

Perp funding-rate settlement history from listing date (checksummed archive).

Input parameters:

- `end` (string)
- `start` (string)
- `symbol` (string, required)

### `get_open_interest` (~46 tokens)

Hourly open interest with per-row quality flags (verified archive + flagged bridge).

Input parameters:

- `end` (string)
- `start` (string)
- `symbol` (string, required)

### `get_context` (~62 tokens)

Context series: fear_greed_1d, VIX_1d, DXY_1d, TNX_1d, DJI_1d.

Input parameters:

- `end` (string)
- `series` (string, required)
- `start` (string)

### `get_events` (~52 tokens)

Curated macro/crypto events (FOMC w/ surprise, halvings, incidents) in a range.

Input parameters:

- `end` (string)
- `start` (string)
- `type` (string)

### `get_orderflow` (~73 tokens)

Taker buy/sell imbalance, trade counts, quote volume (1h/1d via API; denser tiers in packs). buy_ratio 0.5 = balanced.

Input parameters:

- `end` (string)
- `start` (string)
- `symbol` (string, required)
- `tf` (string)

### `validate_backtest_data` (~64 tokens)

Quality report for a dataset spec before you backtest on it: coverage, per-bar quality distribution, gaps, and concrete warnings.

Input parameters:

- `end` (string)
- `start` (string)
- `symbol` (string, required)
- `tf` (string, required)

### `audit_my_data` (~91 tokens)

FREE: submit YOUR OHLCV bars and get an accuracy verdict against the verified archive — score, worst windows, systematic-offset findings. Tells you what's wrong, not the corrected values (that's get_bars).

Input parameters:

- `bars` (object, required): columnar arrays: t (epoch s or ISO) required; o/h/l/c optional
- `symbol` (string, required)
- `tf` (string, required)

### `lookahead_check` (~70 tokens)

FREE: submit backtest signals ({t, price}) and get an execution-feasibility verdict — impossible fills outside the bar's traded range, fills pinned at bar extremes (classic lookahead bias).

Input parameters:

- `signals` (array, required)
- `symbol` (string, required)
- `tf` (string, required)

### `survivorship_check` (~76 tokens)

FREE: submit a backtest universe + window and get a survivorship-bias verdict — which of your symbols died mid-window, and which delisted symbols we cover that your universe omits.

Input parameters:

- `asset` (string)
- `end` (string)
- `start` (string)
- `symbols` (array, required)

### `get_fundamentals` (~96 tokens)

Point-in-time SEC XBRL fundamentals (80 filers, incl. delisted): every restatement vintage with its filed date. Pass as_of for what was knowable then. Filter by concept (e.g. Assets, Revenues).

Input parameters:

- `as_of` (string)
- `concept` (string)
- `end` (string)
- `start` (string)
- `symbol` (string, required)

### `get_insider` (~61 tokens)

SEC Form 4 insider transactions as filed (80 symbols, since 2016): officer/director trades with shares, price, post-trade holdings.

Input parameters:

- `end` (string)
- `start` (string)
- `symbol` (string, required)

### `get_institutional` (~58 tokens)

Quarterly 13F institutional aggregates (81 symbols): holders, shares, value + QoQ deltas from SEC DERA structured tables.

Input parameters:

- `end` (string)
- `start` (string)
- `symbol` (string, required)

### `get_funding_spread` (~67 tokens)

Hourly CEX-vs-DEX funding spread (67 symbols): Hyperliquid funding vs Binance 1h-equivalent, from HL genesis 2023-05.

Input parameters:

- `end` (string)
- `start` (string)
- `symbol` (string, required)

### `get_market_pulse` (~51 tokens)

FREE daily pulse across the catalog: regime flips, funding extremes, CEX-vs-DEX spread extremes, biggest daily moves. One day of values — the history behind each number is the priced product.

### `get_whats_new` (~37 tokens)

FREE: what the daily refresh changed — dataset windows extended vs ~7 days ago, new symbols and sections, freshness per asset class.

### `get_quality_receipts` (~50 tokens)

FREE public scoreboard: last 30 daily fresh-data audits (cross-venue in-band vs Coinbase, 1m->1h rebuild exactness, depth sanity) — failures included, not hidden.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/ai-iturri-market-data/iturri#diagnostics

## Score history

- 2026-08-03: 54
- 2026-08-02: 54
- 2026-08-01: 53
- 2026-07-31: 53
- 2026-07-30: 54
- 2026-07-29: 54
- 2026-07-28: 53
- 2026-07-27: 52
- 2026-07-26: 52

## Links

- Remote endpoint: https://iturri.ai/mcp
- Repository: https://github.com/iturri-ai/iturri-mcp
- Website: https://iturri.ai/
- Changelog RSS feed: https://verifymcp.io/servers/ai-iturri-market-data/iturri/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/ai-iturri-market-data/iturri/changelog.json
- HTML version of this page: https://verifymcp.io/servers/ai-iturri-market-data/iturri